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essays/ Spec-Driven AI Development An experiment: treat requirements as the source of truth, regenerate code when they change, and let mutation testing guard the architecture — so I ship across ~20 apps without reading the diffs.
  1. essays/ Spec-Driven AI Development An experiment: treat requirements as the source of truth, regenerate code when they change, and let mutation testing guard the architecture — so I ship across ~20 apps without reading the diffs. Jul 17, 2026 · ~4 min #ai#testing#architecture#process

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